Understanding Concept Drift

Understanding Concept Drift

2 April 2017

Geoffrey I. Webb

ArXiv (abs)PDF HTML

Papers citing "Understanding Concept Drift"

15 / 15 papers shown

Title
Evolving Machine Learning: A Survey Ignacio Cabrera Martin Subhaditya Mukherjee Almas Baimagambetov Joaquin Vanschoren Nikolaos Polatidis VLM 261 0 0 23 May 2025
Adversarial Attacks for Drift Detection Fabian Hinder Valerie Vaquet Barbara Hammer AAML 135 0 0 25 Nov 2024
One or Two Things We know about Concept Drift -- A Survey on Monitoring Evolving Environments Fabian Hinder Valerie Vaquet Barbara Hammer 80 11 0 24 Oct 2023
Model Based Explanations of Concept Drift Fabian Hinder Valerie Vaquet Johannes Brinkrolf Barbara Hammer 64 27 0 16 Mar 2023
Precise Change Point Detection using Spectral Drift Detection Fabian Hinder André Artelt Valerie Vaquet Barbara Hammer 18 0 0 13 May 2022
Sintel: A Machine Learning Framework to Extract Insights from Signals Sarah Alnegheimish Dongyu Liu Carles Sala Cladellas Laure Berti-Equille K. Veeramachaneni AI4TS 68 16 0 19 Apr 2022
Suitability of Different Metric Choices for Concept Drift Detection Fabian Hinder Valerie Vaquet Barbara Hammer 51 16 0 19 Feb 2022
Analysis of Drifting Features Fabian Hinder Jonathan Jakob Barbara Hammer 23 2 0 01 Dec 2020
Counterfactual Explanations of Concept Drift Fabian Hinder Barbara Hammer 30 8 0 23 Jun 2020
Data science on industrial data -- Today's challenges in brown field applications Tilman Klaeger Sebastian Gottschall Lukas Oehm AI4CE 26 7 0 10 Jun 2020
A Primer on Domain Adaptation Pirmin Lemberger Ivan Panico OOD 62 15 0 27 Jan 2020
A probability theoretic approach to drifting data in continuous time domains Fabian Hinder André Artelt Barbara Hammer 38 6 0 04 Dec 2019
A Review on The Use of Deep Learning in Android Malware Detection Abdelmonim Naway Yuancheng Li 63 55 0 26 Dec 2018
Transfer Topic Labeling with Domain-Specific Knowledge Base: An Analysis of UK House of Commons Speeches 1935-2014 Alexander Herzog Peter John Slava Jankin 69 7 0 03 Jun 2018
Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition Ravdeep Pasricha Ekta Gujral Evangelos E. Papalexakis 46 23 0 25 Apr 2018